TMZ reports that Brown -- who is most well-known for starring as Eddie on 'That's So Raven' -- will not be charged with making death threats to the woman and her family due to "insufficient evidence to prosecute him for the threat," as well as the fact that the woman allegedly did not fear for her life.

Last month, the actor allegedly showed up at the woman's North Hollywood apartment and allegedly threatened to kill her, her daughter and her mother -- NSFW threats that were caught on tape. According to Brown's side of the story, the woman is a stalker and he claims he did not make any threats against her.

If convicted on his three charges, he could face up to nine months in jail.